Does anyone have a good Kotlin stack for creating ...

# ai

[jQrgen]

Does anyone have a good Kotlin stack for creating a “company brain”…? Its for an open source project

[ozgurdemirel]

Basically you'd dump all your company data (docs, Slack, CRM) into Elasticsearch and use the memory architecture from this post on top of it, it handles search, keeping facts up to date, and who can see what. The code's open source so it's more adapting than building from scratch. Here's the post:

elastic.co/search-labs/blog/agent-memory-elasticsearch

[Michal Harakal]

@jQrgen Could you elaborate a bit on the Kotlin part?

What specifically do you expect to be written in Kotlin, and is there something about the architecture that makes Kotlin particularly important?

I’m currently developing an ML/AI framework in Kotlin + KMP myself (including local inference for small LLMs). That said, a “company brain” feels like a broader construct to me, the programming language itself may not be the central piece.

By “company brain”, do you mean something conceptually similar to Karpathy’s recent “second brain” / LLM-maintained wiki idea, ingesting company knowledge and continuously turning it into structured, searchable context for both humans and agents? Or is there something more specific you have in mind?

If the agent layer is important, JetBrains’ Koog might also be worth a look, especially if you want to stay in the Kotlin/KMP ecosystem.

[jQrgen]

its just because we use Kotlin for everything already